DocumentCode
828911
Title
Recovery of underwater visibility and structure by polarization analysis
Author
Schechner, Yoav Y. ; Karpel, Nir
Author_Institution
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Volume
30
Issue
3
fYear
2005
fDate
7/1/2005 12:00:00 AM
Firstpage
570
Lastpage
587
Abstract
Underwater imaging is important for scientific research and technology as well as for popular activities, yet it is plagued by poor visibility conditions. In this paper, we present a computer vision approach that removes degradation effects in underwater vision. We analyze the physical effects of visibility degradation. It is shown that the main degradation effects can be associated with partial polarization of light. Then, an algorithm is presented, which inverts the image formation process for recovering good visibility in images of scenes. The algorithm is based on a couple of images taken through a polarizer at different orientations. As a by-product, a distance map of the scene is also derived. In addition, this paper analyzes the noise sensitivity of the recovery. We successfully demonstrated our approach in experiments conducted in the sea. Great improvements of scene contrast and color correction were obtained, nearly doubling the underwater visibility range.
Keywords
computer vision; geophysical signal processing; image enhancement; light polarisation; underwater optics; visibility; computer vision approach; degradation effects; distance map; image formation process; noise sensitivity; partial polarization; polarization analysis; underwater imaging; underwater visibility; visibility conditions; Color; Colored noise; Computer vision; Degradation; Image analysis; Image enhancement; Inverse problems; Layout; Lighting; Optical polarization; Color; illumination; image enhancement; inverse problems; polarized light; scattering; three-dimensional reconstruction; undersea vision; underwater imaging;
fLanguage
English
Journal_Title
Oceanic Engineering, IEEE Journal of
Publisher
ieee
ISSN
0364-9059
Type
jour
DOI
10.1109/JOE.2005.850871
Filename
1593804
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